Care Membrane Mcp

Name: Care Membrane Mcp
Author: CSOAI-ORG

by CSOAI-ORGcommunityv1.0.12

An MCP server for care-centered AI safety evaluation that scores text, detects threats and jailbreak attempts, analyzes relationship health and burnout risk, and evaluates responses against the Care Membrane framework. It can be used as a pre-action validation gate to allow, escalate, or block agent actions.

From the registry: Care Membrane MCP Server by MEOK AI Labs

GitHub Repository

Install & configure

Prerequisites

required
Install Python MCP package dependency
The README's quick start installs the MCP Python package before running the server.
```
$ pip install mcp
```
required
Obtain the server code
The README instructs cloning the repository locally before running server.py.
```
$ git clone https://github.com/CSOAI-ORG/care-membrane-mcp.git
```
https://github.com/CSOAI-ORG/care-membrane-mcp

Install in your client

Paste into the AI you're chatting with — it will figure out the rest

Please install the `care-membrane-mcp` MCP server into my current AI client (that's you).

Required prerequisites (do these first if not already done):
- **Install Python MCP package dependency** — The README's quick start installs the MCP Python package before running the server. Run: `pip install mcp`
- **Obtain the server code** — The README instructs cloning the repository locally before running server.py. Run: `git clone https://github.com/CSOAI-ORG/care-membrane-mcp.git` (https://github.com/CSOAI-ORG/care-membrane-mcp)

Canonical MCP server config (stdio transport):
- command: `python`
- args: ["server.py"]

Note: The README provides a local stdio setup only: run python server.py from the cloned repository directory. It also mentions pip install care-membrane-mcp in an example, but does not document an executable entrypoint or MCP config shape for the PyPI package, so the documented repo-based launch is the usable canonical config.

Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.

Note: The README provides a local stdio setup only: run python server.py from the cloned repository directory. It also mentions pip install care-membrane-mcp in an example, but does not document an executable entrypoint or MCP config shape for the PyPI package, so the documented repo-based launch is the usable canonical config.

Tools (8)

validate_care

Score text against care-centered alignment principles (0-100)

detect_threats

Detect jailbreak attempts, prompt injection, and PII extraction

analyze_care_patterns

Detect burnout risk and relationship health imbalances

predict_relationship_evolution

Predict relationship evolution over the next 30 days

evaluate_care_membrane

Evaluate responses against the 16-probe Care Membrane framework

get_care_probes

List all 16 Care Membrane probes with categories

quick_check

Paste any AI response to get an instant care score and threat detection

what_is_care_membrane

Explain the 16-probe Care Membrane framework

Packages

care-membrane-mcp

pypiv1.0.12transport: stdio

Details

Language: Python
License: MIT
Released: Jun 30, 2026
Last commit: Jun 20, 2026
Registry name: io.github.CSOAI-ORG/care-membrane-mcp

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